From 0a66b55a3e673073cf47043f00161a9a74736587 Mon Sep 17 00:00:00 2001 From: DingZQ Date: Wed, 23 Apr 2025 21:47:33 +0800 Subject: [PATCH] Update csv and sql file --- scada_info.csv | 276 ++++++++++++++-------------- script/sql/create/38.scada_info.sql | 9 +- 标准cleaned_demand_data.csv | 194 +++++++++---------- 3 files changed, 243 insertions(+), 236 deletions(-) diff --git a/scada_info.csv b/scada_info.csv index 320cd22..359f87f 100644 --- a/scada_info.csv +++ b/scada_info.csv @@ -1,138 +1,138 @@ -id,type,associated_element_id,associated_pattern,associated_pipe_flow_id,associated_source_outflow_id1,associated_source_outflow_id2,associated_source_outflow_id3,associated_source_outflow_id4,associated_source_outflow_id5,API_query_id,transmission_mode,transmission_frequency,X_coor,Y_coor -ZBBDJSCP000002,reservoir_liquid_level,ZBBDJSCP000002,HighPressure,,,,,,,2497,realtime,0:01:00,106.414403,29.83252977 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+ZBBDFQJL000028_p,pressure,ZBBDFQJL000028,,,,,,,,9574,non_realtime,6:00:00,1,106.4222702,29.82103146 +ZBBDFQJL000004_p,pressure,ZBBDFQJL000004,,,,,,,,9575,non_realtime,6:00:00,1,106.4442663,29.82966834 +ZBBDFQJL000039_p,pressure,ZBBDFQJL000039,,,,,,,,9576,non_realtime,6:00:00,1,106.4284664,29.81088051 +ZBBDFQJL000031_p,pressure,ZBBDFQJL000031,,,,,,,,9577,non_realtime,6:00:00,1,106.3890122,29.80504763 +ZBBDFQJL000043_p,pressure,ZBBDFQJL000043,,,,,,,,9578,non_realtime,6:00:00,1,106.4284118,29.80929921 +ZBBDFQJL000033_p,pressure,ZBBDFQJL000033,,,,,,,,9579,non_realtime,6:00:00,1,106.3906102,29.80408746 +ZBBDFQJL000010_p,pressure,ZBBDFQJL000010,,,,,,,,9580,non_realtime,6:00:00,1,106.4256312,29.82218279 +ZBBDFQJL000041_p,pressure,ZBBDFQJL000041,,,,,,,,9581,non_realtime,6:00:00,1,106.4003806,29.81743804 +ZBBDFQJL000035_p,pressure,ZBBDFQJL000035,,,,,,,,9582,non_realtime,6:00:00,1,106.3937231,29.80441954 +ZBBDFQJL000006_p,pressure,ZBBDFQJL000006,,,,,,,,9583,non_realtime,6:00:00,1,106.4361409,29.81886211 +ZBBDFQJL000048_p,pressure,ZBBDFQJL000048,,,,,,,,9584,non_realtime,6:00:00,1,106.367557,29.76592299 +J06186_p,pressure,J06186,,,,,,,,9585,non_realtime,6:00:00,1,106.4069218,29.82794812 +ZBBDFQJL000052_p,pressure,ZBBDFQJL000052,,,,,,,,9586,non_realtime,6:00:00,1,106.3678407,29.76602511 +ZBBDFQJL000016_p,pressure,ZBBDFQJL000016,,,,,,,,9587,non_realtime,6:00:00,1,106.4369887,29.82851071 +GSD230113095617514F4A2066D7_E_p,pressure,GSD230113095617514F4A2066D7_End,,,,,,,,9588,non_realtime,6:00:00,1,106.4227365,29.811344 +GSD2302160925534D50CD17540D_E_p,pressure,GSD2302160925534D50CD17540D_End,,,,,,,,9589,non_realtime,6:00:00,1,106.3870281,29.78840589 +GSD230112144241F42EF6065148_E_p,pressure,GSD230112144241F42EF6065148_End,,,,,,,,9590,non_realtime,6:00:00,1,106.4262502,29.81534482 +J06198_p,pressure,J06198,,,,,,,,9591,non_realtime,6:00:00,1,106.4454034,29.82619719 +J06197_p,pressure,J06197,,,,,,,,9592,non_realtime,6:00:00,1,106.4380272,29.82741219 +ZBBDYJGP000127_p,pressure,ZBBDYJGP000127,,,,,,,,9593,non_realtime,6:00:00,1,106.4006775,29.81822706 +GSD2307192058578BCE265C6EA8_p,pressure,GSD2307192058578BCE265C6EA8,,,,,,,,9594,non_realtime,6:00:00,1,106.383014,29.78097074 +ZBBDTZDP008185_p,pressure,ZBBDTZDP008185,,,,,,,,9595,non_realtime,6:00:00,1,106.4168547,29.83510138 diff --git a/script/sql/create/38.scada_info.sql b/script/sql/create/38.scada_info.sql index 9aa0eb5..438c529 100644 --- a/script/sql/create/38.scada_info.sql +++ b/script/sql/create/38.scada_info.sql @@ -1,6 +1,12 @@ -- [SCADA_INFO] --- WMH +-- 王名豪 -- 2025/01/12 +-- 存储水厂提供的SCADA设备相关数据，包括设备ID、类型（reservoir_liquid_level/tank_liquid_level/fixed_pump/variable_pump/source_outflow/pipe_flow/pressure/demand/quality、关联的模型元素ID、关联的模式、 +-- 关联的干管流量计对应的模型元素ID（即demand（大用户）处于某个pipe_flow（干管流量计）之下，demand不是根据水量大小来确定的，而是根据设备情况和是否单独设置pattern决定 +-- 关联的出厂流量计对应的模型元素ID若干个（即确认该设备的水源是哪几个，根据水源不同，设置为不同的分区） +-- SCADA设备通过数据接口查询的ID、传输模式（实时/非实时）、传输频率（多久传回一次数据） +-- X坐标、Y坐标、基于X坐标和Y坐标生成geometry类型的数据 + create table scada_info ( id varchar(32) primary key @@ -31,6 +37,7 @@ create table scada_info , API_query_id varchar(32) , transmission_mode varchar(32) not null , transmission_frequency text not null +, reliability int not null , X_coor float8 not null , Y_coor float8 not null , coord geometry diff --git a/标准cleaned_demand_data.csv b/标准cleaned_demand_data.csv index 7403cc5..e95fb03 100644 --- a/标准cleaned_demand_data.csv +++ b/标准cleaned_demand_data.csv @@ -1,97 +1,97 @@ -measurement,device_ID,date,description,monitored_value,datacleaning_value,time -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,61.54 ,,2024-03-25 00:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,49.53 ,,2024-03-25 00:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,48.16 ,,2024-03-25 00:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,47.00 ,,2024-03-25 00:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.10 ,,2024-03-25 01:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,41.65 ,,2024-03-25 01:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.79 ,,2024-03-25 01:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.21 ,,2024-03-25 01:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.40 ,,2024-03-25 02:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.47 ,,2024-03-25 02:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.73 ,,2024-03-25 02:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.66 ,,2024-03-25 02:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,25.84 ,,2024-03-25 03:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,29.00 ,,2024-03-25 03:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.15 ,,2024-03-25 03:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.93 ,,2024-03-25 03:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.58 ,,2024-03-25 04:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.51 ,,2024-03-25 04:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.73 ,53.38 ,2024-03-25 04:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.14 ,,2024-03-25 04:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.30 ,,2024-03-25 05:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.55 ,,2024-03-25 05:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.76 ,,2024-03-25 05:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,42.73 ,,2024-03-25 05:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,50.42 ,,2024-03-25 06:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,62.82 ,,2024-03-25 06:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,70.77 ,,2024-03-25 06:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,96.43 ,,2024-03-25 06:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.84 ,,2024-03-25 07:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.88 ,,2024-03-25 07:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,138.15 ,,2024-03-25 07:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.92 ,,2024-03-25 07:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,128.21 ,,2024-03-25 08:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,134.26 ,,2024-03-25 08:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.99 ,,2024-03-25 08:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.27 ,,2024-03-25 08:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,165.37 ,,2024-03-25 09:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.20 ,,2024-03-25 09:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,153.12 ,,2024-03-25 09:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,170.62 ,,2024-03-25 09:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,108.38 ,,2024-03-25 10:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,157.66 ,,2024-03-25 10:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,158.45 ,,2024-03-25 10:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,107.29 ,,2024-03-25 10:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,126.31 ,,2024-03-25 11:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,174.63 ,140.64 ,2024-03-25 11:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.80 ,,2024-03-25 11:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.32 ,,2024-03-25 11:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.63 ,,2024-03-25 12:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.00 ,,2024-03-25 12:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.54 ,,2024-03-25 12:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.77 ,,2024-03-25 12:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.62 ,,2024-03-25 13:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.45 ,,2024-03-25 13:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,122.30 ,,2024-03-25 13:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,109.00 ,,2024-03-25 13:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,102.19 ,,2024-03-25 14:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.98 ,,2024-03-25 14:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,88.28 ,,2024-03-25 14:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.25 ,102.05 ,2024-03-25 14:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,72.84 ,,2024-03-25 15:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,69.68 ,,2024-03-25 15:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.18 ,,2024-03-25 15:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.08 ,,2024-03-25 15:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,83.81 ,,2024-03-25 16:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,119.71 ,,2024-03-25 16:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,77.42 ,,2024-03-25 16:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,75.15 ,,2024-03-25 16:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.83 ,,2024-03-25 17:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,99.59 ,,2024-03-25 17:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,105.72 ,,2024-03-25 17:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.92 ,,2024-03-25 17:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.39 ,,2024-03-25 18:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.05 ,,2024-03-25 18:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.58 ,,2024-03-25 18:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,124.31 ,,2024-03-25 18:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.28 ,,2024-03-25 19:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.85 ,,2024-03-25 19:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.44 ,,2024-03-25 19:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.89 ,,2024-03-25 19:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.36 ,,2024-03-25 20:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,127.50 ,,2024-03-25 20:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.42 ,,2024-03-25 20:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,151.91 ,,2024-03-25 20:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.15 ,,2024-03-25 21:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,164.39 ,,2024-03-25 21:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.40 ,,2024-03-25 21:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.26 ,,2024-03-25 21:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.32 ,,2024-03-25 22:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,129.82 ,,2024-03-25 22:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.81 ,,2024-03-25 22:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.72 ,,2024-03-25 22:45:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.09 ,,2024-03-25 23:00:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,79.78 ,,2024-03-25 23:15:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.53 ,,2024-03-25 23:30:00+08:00 -pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,68.89 ,,2024-03-25 23:45:00+08:00 +measurement,device_ID,date,description,monitored_value,datacleaning_value,datafilling_value,cleaned_value,time +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,61.54,,,61.54,2024-03-25 00:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,49.53,,,49.53,2024-03-25 00:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,48.16,,,48.16,2024-03-25 00:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,47,,,47,2024-03-25 00:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.1,,,39.1,2024-03-25 01:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,41.65,,,41.65,2024-03-25 01:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,39.79,,,39.79,2024-03-25 01:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.21,,,32.21,2024-03-25 01:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.4,,,34.4,2024-03-25 02:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,34.47,,,34.47,2024-03-25 02:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.73,,,31.73,2024-03-25 02:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.66,,,28.66,2024-03-25 02:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,25.84,,,25.84,2024-03-25 03:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,29,,,29,2024-03-25 03:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.15,,,31.15,2024-03-25 03:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.93,,,27.93,2024-03-25 03:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,27.58,,,27.58,2024-03-25 04:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,28.51,,,28.51,2024-03-25 04:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.73,53.38,,53.38,2024-03-25 04:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,32.14,,,32.14,2024-03-25 04:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,31.3,,,31.3,2024-03-25 05:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.55,,,36.55,2024-03-25 05:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,36.76,,,36.76,2024-03-25 05:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,42.73,,,42.73,2024-03-25 05:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,50.42,,,50.42,2024-03-25 06:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,62.82,,,62.82,2024-03-25 06:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,70.77,,,70.77,2024-03-25 06:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,96.43,,,96.43,2024-03-25 06:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.84,,,114.84,2024-03-25 07:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.88,,,135.88,2024-03-25 07:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,138.15,,,138.15,2024-03-25 07:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.92,,,135.92,2024-03-25 07:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,128.21,,,128.21,2024-03-25 08:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,134.26,,,134.26,2024-03-25 08:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.99,,,116.99,2024-03-25 08:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.27,,,156.27,2024-03-25 08:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,165.37,,,165.37,2024-03-25 09:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.2,,,118.2,2024-03-25 09:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,153.12,,,153.12,2024-03-25 09:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,170.62,,,170.62,2024-03-25 09:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,108.38,,,108.38,2024-03-25 10:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,157.66,,,157.66,2024-03-25 10:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,158.45,,,158.45,2024-03-25 10:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,107.29,,,107.29,2024-03-25 10:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,126.31,,,126.31,2024-03-25 11:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,174.63,140.64,,140.64,2024-03-25 11:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.8,,,112.8,2024-03-25 11:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,112.32,,,112.32,2024-03-25 11:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.63,,,110.63,2024-03-25 12:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110,,,110,2024-03-25 12:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.54,,,116.54,2024-03-25 12:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.77,,,103.77,2024-03-25 12:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.62,,,116.62,2024-03-25 13:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.45,,,89.45,2024-03-25 13:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,122.3,,,122.3,2024-03-25 13:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,109,,,109,2024-03-25 13:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,102.19,,,102.19,2024-03-25 14:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.98,,,78.98,2024-03-25 14:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,88.28,,,88.28,2024-03-25 14:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,135.25,102.05,,102.05,2024-03-25 14:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,72.84,,,72.84,2024-03-25 15:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,69.68,,,69.68,2024-03-25 15:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.18,,,76.18,2024-03-25 15:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,78.08,,,78.08,2024-03-25 15:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,83.81,,,83.81,2024-03-25 16:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,119.71,,,119.71,2024-03-25 16:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,77.42,,,77.42,2024-03-25 16:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,75.15,,,75.15,2024-03-25 16:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,110.83,,,110.83,2024-03-25 17:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,99.59,,,99.59,2024-03-25 17:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,105.72,,,105.72,2024-03-25 17:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,103.92,,,103.92,2024-03-25 17:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.39,,,106.39,2024-03-25 18:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,114.05,,,114.05,2024-03-25 18:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.58,,,120.58,2024-03-25 18:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,124.31,,,124.31,2024-03-25 18:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.28,,,118.28,2024-03-25 19:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.85,,,125.85,2024-03-25 19:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,118.44,,,118.44,2024-03-25 19:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,120.89,,,120.89,2024-03-25 19:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,116.36,,,116.36,2024-03-25 20:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,127.5,,,127.5,2024-03-25 20:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.42,,,137.42,2024-03-25 20:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,151.91,,,151.91,2024-03-25 20:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.15,,,154.15,2024-03-25 21:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,164.39,,,164.39,2024-03-25 21:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,156.4,,,156.4,2024-03-25 21:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,154.26,,,154.26,2024-03-25 21:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,137.32,,,137.32,2024-03-25 22:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,129.82,,,129.82,2024-03-25 22:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,125.81,,,125.81,2024-03-25 22:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,106.72,,,106.72,2024-03-25 22:45:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,89.09,,,89.09,2024-03-25 23:00:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,79.78,,,79.78,2024-03-25 23:15:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,76.53,,,76.53,2024-03-25 23:30:00+08:00 +pipe_flow_non_realtime,9485,2024/3/25,天润城-水表流量,68.89,,,68.89,2024-03-25 23:45:00+08:00